Record, CLM, bronze and silver
CLM-406809
Received 2026-08-30T04:00:29Z, line 42,344 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LARRY·· | Larry | Changed |
| Middle | ·· | — | Unchanged |
| Last name | GIBSN | Gibsn | Changed |
| Date of birth | 1958-12-28 | 1958-12-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-74898-55 | UHC-74898-55 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 9375549069 | 9375549069 | Unchanged |
| N/A | — | Cleared | |
| Address | 7539 CEDAR LN | 7539 Cedar Ln | Changed |
| City | DALLAS | Dallas | Changed |
| State | tx | TX | Changed |
| ZIP | 75298 | 75298 | Unchanged |
| Group | GRP-6391 | GRP-6391 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- larry|gibsn
- Address key
- 7539|cedar|75298
- Canonical first
- larry
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-108901 | 0.99 | Scored | — | Auto-linked |
| CLM-406810 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108900 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108899 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22005 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002947
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Larry Gibson, 1958-12-28, 6 records, Verified
Evidence
Matched against ENR-108901
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically97ee3e703b2026-10-19 19:54:38, scoring_agentidentity id MBR-002947, confidence 0.994, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automatically17c2e3422e2026-10-19 19:52:08, scoring_agentidentity id MBR-002947, confidence 0.994, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automatically5271fcb4162026-10-19 19:45:41, scoring_agentidentity id MBR-002947, confidence 0.994, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automaticallyca97c3588b2026-10-19 19:32:31, scoring_agentidentity id MBR-002947, confidence 0.994, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automaticallyd28be40cbe2026-10-19 19:31:28, scoring_agentidentity id MBR-034219, confidence 1, method probabilistic, matched record ENR-108941, policy version 1